3 papers
cs.LG2021
Design of borehole resistivity measurement acquisition systems using deep learning
M. Shahriari, A. Hazra, D. Pardo
Borehole resistivity measurements recorded with logging-while-drilling (LWD) instruments are widely used for characterizing the earth's subsurface properties. They facilitate the e…
physics.geo-ph2020
Error Control and Loss Functions for the Deep Learning Inversion of Borehole Resistivity Measurements
M. Shahriari, D. Pardo, J. A. Rivera +5
Deep learning (DL) is a numerical method that approximates functions. Recently, its use has become attractive for the simulation and inversion of multiple problems in computational…
cs.LG2018
A Deep Learning Approach to the Inversion of Borehole Resistivity Measurements
M. Shahriari, D. Pardo, A. Picón +3
We use borehole resistivity measurements to map the electrical properties of the subsurface and to increase the productivity of a reservoir. When used for geosteering purposes, it…